{"id":"W2589130718","doi":"10.1111/opo.12358","title":"Visual impairment in older institutionalised Canadian seniors with dementia","year":2017,"lang":"en","type":"article","venue":"Ophthalmic and Physiological Optics","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Alzheimer Society","keywords":"Dementia; Medicine; Visual impairment; Optometry; Visual acuity; Eye care; Subjective refraction; Macular degeneration; Population; Ophthalmology; Glaucoma; Gerontology; Refractive error; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001063542,0.0001786532,0.0003125427,0.00006157307,0.000466967,0.00003007057,0.00008723529,0.0001317551,0.0001337994],"category_scores_gemma":[0.00004643546,0.0001163418,0.00004095668,0.00004586706,0.0004770216,0.00009075268,0.00007957299,0.0002030436,0.00001581158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004983218,"about_ca_system_score_gemma":0.0001229225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189158,"about_ca_topic_score_gemma":0.0002734731,"domain_scores_codex":[0.9990734,0.0000275883,0.0001632588,0.0002770338,0.0001097152,0.0003490155],"domain_scores_gemma":[0.9994324,0.00002575378,0.00006920964,0.000191729,0.00004324308,0.0002376165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003631352,0.0008801287,0.9950197,0.00006721955,0.0001664411,0.0007241462,0.0001252918,0.00001837867,0.0009788587,0.001348718,0.0001331459,0.0001747884],"study_design_scores_gemma":[0.001807544,0.002524565,0.9944323,0.0001007162,0.00006344242,0.0002600476,0.0001240736,0.0001979212,0.00005581648,0.000219905,0.00005571575,0.0001579852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934261,0.0001060456,0.000003678465,0.000755596,0.00007686516,0.0003238002,0.000008666549,0.00001213553,0.005287066],"genre_scores_gemma":[0.9988579,0.00008422585,0.0004057374,0.0003068171,0.00007188201,0.0000241461,0.00002692485,0.000007521119,0.0002148569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005431742,"threshold_uncertainty_score":0.474428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910223087878653,"score_gpt":0.3432330482496657,"score_spread":0.3041308173708791,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}